387 results on '"Fotiadis, Dimitrios"'
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2. Gaussian Process-based Active Learning for Efficient Cardiovascular Disease Inference
3. Multi-Cohort Evaluation of an Automated Sleep Stage Detection Methodology Using ECG and Respiration Signals *
4. Personalized Clustering of Glucose Time Series in Patients with Type-1 Diabetes Mellitus Using Self Organized Maps During Nocturnal Sleep
5. Convolutional Neural Networks for the Segmentation of Coronary Arteries
6. Distilling knowledge from high quality biobank data towards the discovery of risk factors for patients with cardiovascular diseases and depression
7. Predicting Quality of Life for Breast Cancer Patients *
8. Graph-guided Gaussian Process-based Diagnosis of CVD Severity with Uncertainty Measures
9. Using the recurrence plots as indicators for the recognition of Parkinson’s disease through phonemes assessment
10. Classification of Inflammation of Unknown Origin patients based on RNA-seq and SomaScan data
11. Computational Fluid Dynamic Analysis of customised 3D-printed bone scaffolds with different architectures
12. A comparison study on creating simulated patient data for individuals suffering from chronic coronary disorders
13. TAXINOMISIS: A cloud – based platform for risk profiling and patient specific management of the carotid artery disease
14. Machine Learning Models Predict the Need of Amputation and/or Peripheral Artery Revascularization in Hypertensive Patients Within 7-Years Follow-Up
15. Boosting the performance of MALT lymphoma classification in patients with primary Sjögren’s Syndrome through data augmentation: a case study
16. Risk Stratification for Cardiotoxicity in Breast Cancer Patients: Predicting Early Decline of LVEF After Treatment*
17. Accurate adventitia reconstruction; significant or not in atherosclerotic plaque growth simulationsƒ A comparative study
18. Enhancing risk prediction capabilities in patients with carotid artery disease using a 2-level computational approach
19. A Machine Learning Model for the prediction of the progression of carotid arterial stenoses
20. LETHE: A Digital Intervention for Cognitive Decline*
21. Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm *
22. Cleverballoon: An integrated approach for developing a drug-coated balloon with everolimus
23. An integrated rehabilitation system for the upper limb spasticity assessment and treatment: the Rehabotics passive exoskeletal system
24. Multi-Channel 3D Deep Learning Architectures for Evaluation of Prostate Lesion Detection
25. Synergistic-based Feature Selection for Online Learning with Gaussian Processes
26. A Review of Image-Based Food Recognition and Volume Estimation Artificial Intelligence Systems.
27. Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features
28. DECODE cloud platform: A new cloud platform to combat the burden of peripheral artery disease
29. Evaluating Parameters of the TUG Test Based on Data from IMU and UWB Sensors
30. MRI vs. US 3D computational models of carotid arteries: a proof-of-concept study
31. Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis
32. Comparison of Proteomic Approaches in Autoinflammatory Disease Classification
33. Computational modeling of atherosclerotic plaque progression through an efficient 3D agent-based modeling approach
34. A hybrid approach based on dynamic trajectories to predict mortality in COVID-19 patients upon steroids administration
35. Metabolomics in the prediction of prodromal stages of carotid artery disease using a hybrid ML algorithm
36. AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition
37. A federated AI-empowered platform for disease management across a Pan-European data driven hub
38. Machine Learning Models to Predict Myocardial Infarction Within 10-Years Follow-up of Cardiovascular Disease Progression
39. A proof-of-concept study for the simulation of blood flow in a post arterial segment for different blood rheology models
40. Comparison of High-Throughput Technologies in the Classification of Adult-Onset Still's Disease Patients
41. Machine Learning Models for Cardiovascular Disease Events Prediction
42. Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus
43. Emotional Models for the Estimation of Arousal and Pleasure in Older Adults During Balance Rehabilitation Training
44. Segmentation and volume quantification of MR Images for the detection and monitoring multiple sclerosis progression
45. A “smart” Imputation Approach for Effective Quality Control Across Complex Clinical Data Structures
46. White Matter Lesion Segmentation for Multiple Sclerosis Patients implementing deep learning
47. GlucoseML Mobile Application for Automated Dietary Assessment of Mediterranean Food
48. Prediction of the atherosclerotic plaque development in carotid arteries; the effect of T-cells
49. Segmentation of left atrium using CT images and a deep learning model
50. Detection of Asymptomatic Carotid Artery Stenosis through Machine Learning
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